Review queue

Sample data

Low-confidence parses are staged here instead of being ingested directly

Awaiting review
5
Auto-approved today
188
Confidence above 85%
Average confidence
54%
Queued items only
Oldest item
17 h
Scanned floor plan PDF

Unrecognised column template

Price / status columnsConfidence 54%
Captured
MIRDAD AVAILABILITY.xlsx — cols H, K unmapped
Suggested mapping
H → priceAed, K → status
This template needs updating — the same column mapping failed 4 times in the last 7 days for this source. Fix the mapping once to stop it recurring.
Tarrad Launches · Today 08:57

Scanned PDF, OCR only

Unit referencesConfidence 35%
Captured
Hessa_FloorPlans_AB.pdf — no text layer
Suggested mapping
Queue for OCR phase 2
EMAAR — Hessa · Yesterday 16:40

Ambiguous free-text announcement

Payment planConfidence 71%
Captured
"60/40 pp, handover Q3 27"
Suggested mapping
plan = 60/40, handover = Q3 2027
PROPERTIES IN DUBAI · Today 09:44

Image without structured data

AllConfidence 42%
Captured
IMG-20260805-WA0031.jpg
Suggested mapping
Store as reference media only
Secondary family · Today 08:40

Duplicate suspected

Document chainConfidence 66%
Captured
ELEVE_PriceList_Aug26.pdf
Suggested mapping
Link as v3 of existing chain
BNW Official · Today 07:55